pypi tensorboard 1.14.0
TensorBoard 1.14.0

latest releases: 2.17.0, 2.16.2, 2.16.1...
5 years ago

Features

  • New hyperparameters dashboard: see tutorial and demo and
    summary APIs
  • New dashboard for visualizing meshes and point clouds: see
    README
  • Graph dashboard now shows Keras conceptual graph: see tutorial and
    demo
  • Embedding projector now supports the UMAP dimensionality reduction
    algorithm
    (learn more about UMAP here) (#1901) -
    thanks @cannoneyed
  • TensorBoard notebook support is stabilized: in a Colab or
    Jupyter notebook, run %load_ext tensorboard followed by %tensorboard --logdir ./path/to/logs
  • Profile dashboard improvements:
    • New pod viewer tool to analyze TPU performance (#2111)
    • Now allows capturing profiles from TensorBoard (#1894)
  • What-If Tool improvements:
    • Now available as a notebook widget for Jupyter and Colab: see
      demo
    • Now shows PR curves and F1 score (#2264)
    • Now supports Cloud AI Platform, including XGBoost models (#2194)
    • Now shows feature-level attributions for individual predictions, as
      applicable (#2252)
  • Image dashboard now allows scrolling for large images (#2164) - thanks @lr1d
  • Scalar chart smoothing now caps at 0.999 for convenience (#1974) - thanks
    @flostim
  • Scalar chart scroll-to-zoom behavior now requires holding Alt (#2221)
  • tensorboard now supports a --version command line argument (#2097) -
    thanks @shashvatshahi1998
  • Python API now defines tensorboard.__version__ in addition to
    tensorboard.version.VERSION (#2026)

Bug fixes

  • Projector metadata card now formats long words properly (PR #2016) - thanks
    @makseq
  • #2010 - .tensorboard-info is now world-writable for multi-user *nix systems
    (PR #2131)
  • #1989 - importlib.reload(tensorboard) now works properly (PR #2005)

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